Applied AI Lab · pilot project
Plumbing Assistant
The first pilot project in Applied AI Lab: a specialised AI assistant for plumbing work with a RAG-oriented, context-aware and provider-agnostic direction — built with Codex and published on GitHub.
What we built
We created the lab's first concrete use case: Plumbing Assistant — a pilot that brings the Applied AI idea into a real professional domain. Here, the RAG and agnostic ideas are an architectural direction for grounded answers and less dependence on one model or provider, not a marketing promise of a finished product.
- explore a RAG-oriented approach to context-grounded answers;
- think model/provider-agnostic instead of tying the idea to one vendor;
- build and document the direction together with Codex.
My latest news
22.09.2026, Applied AI Lab: a new project with Codex
With Codex, we created Plumbing Assistant - the pilot project in Applied AI Lab, a specialised AI assistant for plumbing work with a RAG-oriented and provider-agnostic direction. See the project page... and open the project on GitHub.
12.09.2026, Current development: TonyBot
I have started working on a bilingual chatbot for the website. TonyBot will be a separate Node.js service helping visitors find information about me, my projects, and the website content - see the current development...
11.09.2026, Website redesign
The site has a new shell, a more personal look and a little more order. Codex also helped me with the work. We refreshed the sections, added the CV and arranged everything around the idea of making the site look more like me - read more...
I have not made websites for a long time, but some of them have survived the years...
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